SOTAVerified

Fairness

Papers

Showing 15711580 of 5676 papers

TitleStatusHype
Better Algorithms for Individually Fair k-ClusteringCode0
On Characterizing the Trade-off in Invariant Representation LearningCode0
On the (im)possibility of fairnessCode0
On the (In)Compatibility between Group Fairness and Individual FairnessCode0
A General Approach for Computing a Consensus in Group Decision Making That Integrates Multiple Ethical PrinciplesCode0
On the Maximal Local Disparity of Fairness-Aware ClassifiersCode0
Enrolment-based personalisation for improving individual-level fairness in speech emotion recognitionCode0
Are Your Models Still Fair? Fairness Attacks on Graph Neural Networks via Node InjectionsCode0
Are You Getting What You Pay For? Auditing Model Substitution in LLM APIsCode0
Enhancing New-item Fairness in Dynamic Recommender SystemsCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.86Unverified
21D-CSNNPredictive Equality (age)97.8Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)96.87Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.97Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.45Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.68Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.31Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)0.49Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)6.26Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)1.96Unverified